Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "72"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 72 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 129 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 127 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 72, Node N04:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459946 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.906728 12.244106 0.330859 9.902505 -0.122118 11.671422 0.506087 2.097707 0.6639 0.0343 0.5420 nan nan
2459945 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.023394 11.752167 0.405940 9.643474 0.037574 9.000761 13.446955 1.625136 0.6702 0.0376 0.5478 nan nan
2459944 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.221533 11.547995 0.523808 10.002296 0.530600 8.251479 3.677226 1.176016 0.6727 0.0356 0.5468 nan nan
2459943 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.939330 10.534135 0.543672 9.996847 -0.014978 6.875028 5.411766 0.611951 0.6712 0.0364 0.5537 nan nan
2459942 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.565601 13.264328 0.537342 10.343959 -0.185228 9.211698 6.490137 1.798933 0.6779 0.0389 0.5529 nan nan
2459941 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.415985 12.751688 0.357109 9.664293 0.037882 9.225388 1.790028 0.951701 0.6603 0.0349 0.5446 nan nan
2459940 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.509523 12.167274 0.428840 9.365650 -0.064085 7.715922 3.756233 1.408848 0.6734 0.0349 0.5539 nan nan
2459938 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.512336 11.546101 0.505022 10.240638 0.154963 7.105038 17.693067 1.570411 0.6672 0.0365 0.5483 nan nan
2459937 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.337665 12.619072 0.515142 10.284611 -0.048169 7.786656 4.505739 4.491093 0.6886 0.0414 0.5542 nan nan
2459936 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.508797 11.961125 0.680752 12.428068 0.289354 9.222480 1.351049 6.414494 0.8074 0.0364 0.6238 nan nan
2459935 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.207340 12.459939 0.116233 9.479319 -0.339599 9.425428 0.834224 1.769141 0.6801 0.0344 0.5601 nan nan
2459934 digital_ok 100.00% 0.00% 100.00% 0.00% - - 3.163301 15.427273 0.245106 10.045994 -0.180462 8.559210 6.678011 1.029422 0.6866 0.0359 0.5578 nan nan
2459933 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.564892 12.624720 0.287649 10.546342 -0.126869 8.251549 8.814094 0.239605 0.6863 0.0375 0.5642 nan nan
2459932 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.757063 15.749240 0.316286 10.620354 2.694799 3.803042 5.803737 5.715843 0.6234 0.0383 0.5046 nan nan
2459931 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.874801 14.426452 0.432771 11.098167 -0.008534 7.343012 9.825132 1.069215 0.6953 0.0395 0.5614 nan nan
2459930 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.345863 12.236744 0.382953 9.704590 -0.181914 6.970573 4.165591 0.858910 0.6925 0.0364 0.5625 nan nan
2459929 digital_ok 100.00% 0.00% 100.00% 0.00% - - 4.653538 12.066187 0.897848 11.890475 0.898891 1.783091 1.302532 1.339758 0.7977 0.0412 0.6242 nan nan
2459928 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.127572 11.517170 0.426423 11.332072 -0.077034 8.953913 6.767553 1.043179 0.6622 0.0347 0.5559 nan nan
2459927 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.236025 13.483115 0.489304 10.658959 8.178298 1.387623 0.654253 1.375104 0.6072 0.0451 0.4963 nan nan
2459926 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.287155 13.315113 0.645896 9.440374 0.280764 1.384011 0.475116 0.992050 0.8015 0.0374 0.6313 nan nan
2459925 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.601773 9.211028 0.770826 12.210780 0.523046 5.798237 0.794552 1.918881 0.7784 0.0382 0.6123 nan nan
2459924 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.734139 12.635944 0.768861 11.356160 -0.102484 7.354395 6.994196 1.585061 0.6847 0.0353 0.5595 nan nan
2459923 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.348407 14.078378 0.570520 11.330862 0.188196 5.785749 0.776768 1.736552 0.7268 0.0379 0.5868 nan nan
2459922 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.849266 12.663004 0.103056 8.385189 0.171131 9.880263 6.051609 0.751440 0.6739 0.0353 0.5478 nan nan
2459921 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.675317 11.405329 0.024439 9.645307 0.014248 11.274471 4.761220 0.724649 0.6718 0.0360 0.5381 nan nan
2459920 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.784593 11.334741 0.214917 8.277569 0.406171 7.117556 6.892677 1.706543 0.6608 0.0358 0.5336 nan nan
2459919 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.311042 12.157023 0.485093 9.365527 0.357102 10.285554 6.186099 2.503802 0.6689 0.0370 0.5329 nan nan
2459918 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.644330 13.781392 0.295036 9.557322 0.457668 6.698234 13.324643 1.904718 0.6874 0.0351 0.5574 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.123931 0.211710 0.548271 0.880489 1.808726 1.451851 8.393238 1.251086 0.7154 0.7301 0.4384 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.462762 0.382575 0.511267 0.803813 0.164275 -0.033519 5.584250 0.582035 0.6824 0.7000 0.3878 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.156104 -0.016394 0.628742 0.783228 -0.452673 -0.306167 2.893412 1.504846 0.7250 0.7321 0.3451 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.285140 -0.256806 0.500068 0.633585 -0.059273 -0.040724 1.165547 1.023229 0.7439 0.7563 0.2917 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.646111 0.076105 0.398453 0.662300 -0.037561 -0.365173 0.937217 0.335398 0.7088 0.7045 0.3859 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.161564 -0.059429 0.188096 0.748762 0.023751 0.264667 1.597627 0.631105 0.6825 0.6977 0.3874 nan nan
2459911 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.312815 0.110773 0.304397 0.729951 0.018356 0.241096 8.572915 1.044265 0.6789 0.6969 0.3927 nan nan
2459910 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.526185 0.073761 0.310507 0.721642 0.276747 0.241519 8.025818 1.830085 0.6821 0.6980 0.3904 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.560835 0.209993 0.303092 0.745505 0.230975 -0.014501 11.808347 1.511403 0.6801 0.6967 0.3911 nan nan
2459908 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.660430 0.488976 0.341159 0.807798 0.127808 0.313184 14.620599 1.102754 0.6863 0.7046 0.3892 nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.579923 0.161843 0.327715 0.827389 0.141994 0.071137 7.873279 1.475342 0.6840 0.7010 0.3851 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.167913 0.006737 0.231220 0.693338 -0.188756 -0.423970 2.774117 -0.081967 0.6748 0.6950 0.3877 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.458399 0.160087 0.365954 0.680151 0.098737 0.842100 7.795743 0.923932 0.6654 0.6883 0.3906 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.139106 -0.260960 0.290556 0.786432 0.001319 0.070947 2.745610 2.241238 0.6685 0.6865 0.3826 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.414424 -0.204777 0.377422 0.818394 0.335745 -0.005468 2.858498 0.444237 0.6768 0.6930 0.3824 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.072248 0.297244 0.451106 0.691868 -0.058303 -0.107745 4.869486 0.533079 0.6836 0.6956 0.3747 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.719742 0.195487 0.339840 0.772327 0.074564 -0.287629 11.479492 2.959436 0.6728 0.6829 0.4002 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.478614 -0.081809 0.355418 0.724129 0.088800 -0.245363 4.603053 0.876600 0.6372 0.6608 0.3290 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.034725 -0.032309 0.231341 0.676077 0.440958 0.616206 2.707982 0.803689 0.6839 0.6973 0.3821 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.867607 -0.166411 0.149535 0.766552 0.685499 0.022644 6.681661 1.949424 0.6870 0.6969 0.3775 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.807271 -0.011308 0.336077 0.774002 0.683063 0.494756 3.640259 0.283998 0.6862 0.6995 0.3784 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.857979 -0.109758 0.536141 0.593138 0.200345 -0.096085 1.354185 1.147461 0.7900 0.7878 0.2372 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.462875 -0.411898 0.096627 0.583799 0.489468 0.648679 6.040162 1.678152 0.6986 0.7034 0.3613 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.361961 -0.296495 0.212942 0.710641 -0.073022 0.494050 0.900934 0.625205 0.6910 0.6997 0.3627 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.460228 -0.045328 0.296521 0.750320 -0.143155 0.606180 3.859020 0.793054 0.6882 0.7023 0.3638 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.473642 -0.219677 0.173290 0.768643 0.221743 0.985547 1.929595 0.311701 0.6813 0.6962 0.3678 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.801621 -0.018451 0.519532 0.680883 -0.080400 0.895276 4.917061 -0.063468 0.6834 0.6947 0.3678 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.951772 -0.073815 0.041816 0.593027 0.663525 1.065964 1.396815 0.673948 0.6915 0.6987 0.3634 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.722365 -0.003962 0.473036 0.747727 -0.027048 0.456687 3.180925 0.609234 0.7077 0.7183 0.3555 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.039521 0.180930 0.613208 0.632469 0.478553 0.568751 11.919454 1.451142 0.6912 0.7005 0.3657 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.497233 -0.051159 0.526322 0.686079 0.867911 1.065448 1.313214 1.113123 0.7739 0.7662 0.3016 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.561226 -0.378408 2.121556 1.624443 1.798739 0.632835 4.559780 1.736087 0.7425 0.7383 0.3224 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.103241 -0.078812 0.357914 0.655623 0.544126 1.112749 6.692542 0.758422 0.6918 0.6940 0.3718 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.514691 -0.205507 2.142413 2.160539 1.041258 0.406280 31.595633 7.471330 0.6929 0.6993 0.3598 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.014237 0.696523 26.675332 26.774326 2.453361 2.598393 6.905499 0.337017 0.6962 0.7013 0.3545 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.146676 0.070010 2.147336 1.702121 2.430624 0.237458 11.079625 1.692198 0.7296 0.7451 0.3093 nan nan
2459880 digital_ok 100.00% 100.00% 100.00% 0.00% - - 353.131111 352.990169 inf inf 5392.510412 5354.016619 11706.552932 11502.567929 nan nan nan nan nan
2459879 digital_ok 100.00% 100.00% 100.00% 0.00% - - 180.032536 177.581581 inf inf 3434.923303 3472.401855 7842.788471 8041.939138 nan nan nan nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.927830 -0.202168 3.444527 2.615265 2.846825 0.391215 20.170315 4.690507 0.6735 0.6929 0.3835 nan nan
2459876 digital_ok 100.00% 100.00% 100.00% 0.00% - - 337.704258 337.686339 inf inf 22380.745637 22377.540033 28516.439941 28505.809783 nan nan nan nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.108008 -0.298155 2.707258 2.144301 2.215573 0.536920 7.147198 -0.016070 0.7086 0.7184 0.3790 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.365911 -0.497943 0.571146 1.005016 4.192565 0.397462 1.944000 -0.251748 0.6923 0.6849 0.3706 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.011308 -0.062633 1.506294 1.198959 0.664940 0.965994 3.024258 -0.282636 0.7070 0.6949 0.3555 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.279100 -0.709092 1.473758 1.151099 2.235957 0.453938 0.939462 -0.782870 0.6908 0.6896 0.3796 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.753046 -0.261367 1.862464 1.434741 1.837636 -0.150283 5.811711 -0.333841 0.6987 0.6865 0.3745 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 7.643683 -0.384685 1.200339 1.485455 2.923234 1.825583 2.325722 0.125996 0.7113 0.7037 0.3625 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.492644 -0.218124 1.957208 1.494457 2.900805 0.213170 1.039930 -0.554745 0.7183 0.7191 0.3576 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.129744 -0.638166 2.765472 1.876204 1.588163 0.644046 7.326231 -0.211137 0.7021 0.6956 0.3737 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.942395 -0.510441 1.248550 1.379885 0.382318 0.447591 3.034243 -0.596310 0.7146 0.6980 0.3714 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.898896 -0.345669 1.726535 1.932205 0.654370 2.040660 6.366242 0.215336 0.7122 0.7019 0.3675 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.232059 -0.165684 6.953786 1.009924 1.824911 1.430123 1.712135 -0.129850 0.7289 0.7183 0.3427 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.718621 -0.703915 -0.632330 -0.716263 0.433421 0.204950 6.058111 0.282077 0.7100 0.6983 0.3835 nan nan
2459863 digital_ok 100.00% 100.00% 100.00% 0.00% - - 330.595262 330.576268 inf inf 5716.245142 5716.309740 13420.530094 13422.818671 nan nan nan nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.768848 -0.230605 -1.237033 -0.797454 1.557411 -0.934757 3.399845 -0.302117 0.6860 0.7192 0.3911 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.890450 -0.004186 0.057098 -0.130105 -0.069698 1.786504 4.335575 -0.450969 0.7162 0.7026 0.3860 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.768844 -0.218449 -0.670461 -0.713387 1.089483 0.439137 1.780107 -0.715737 0.7237 0.7012 0.3834 nan nan
2459859 digital_ok 100.00% 100.00% 100.00% 0.00% - - 227.650273 227.763890 inf inf 3835.950909 3836.016351 7646.941507 7651.640825 nan nan nan nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.659017 0.137409 0.077333 -0.216021 1.823888 2.977129 7.342142 -0.335564 0.7366 0.7082 0.3907 3.323830 2.610527
2459857 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.422024 21.943842 6.090364 7.823125 117.598407 183.524976 56.935800 53.254250 0.7089 0.7008 0.4090 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 34.86% 3.546647 -0.415391 -0.739495 -0.693615 0.659850 0.636337 2.874079 -0.592173 0.7295 0.7205 0.3771 2.045410 1.572927
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.025679 0.099769 -0.932121 -0.762083 -0.224503 0.447990 2.050980 -0.868444 0.7119 0.7354 0.4059 3.137446 2.743305
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.216047 0.282806 -0.562569 0.270186 0.591667 0.197961 3.815808 -0.254326 0.7280 0.7551 0.4127 3.387023 2.758928
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 30.90% 3.158922 -0.164275 -0.499045 0.805604 0.782115 0.998524 3.192798 -0.706583 0.7528 0.7111 0.4002 1.901057 1.582480
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.687721 -1.282230 -0.569835 1.561132 0.275550 1.113965 0.112315 1.098416 0.8485 0.8553 0.2184 5.037918 4.496439
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 72.73% 3.467735 -0.148706 -0.294940 1.219992 1.257718 -0.389554 0.678110 -0.197179 0.7696 0.7654 0.3188 4.923886 3.590139
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.934380 0.005180 -0.369330 0.660503 1.300181 0.462962 2.632888 -0.493894 0.7552 0.7749 0.3272 3.385252 2.580750
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.120988 -0.047779 0.231616 2.276854 0.729421 0.847685 4.224641 -0.919807 0.7538 0.7673 0.3345 3.954871 3.264341
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.455758 0.315058 -0.332744 1.953983 2.868572 0.512514 1.355371 -0.698851 0.7307 0.7684 0.3562 3.432040 2.903607
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.385550 0.242377 -0.482259 2.359695 1.600871 0.254344 1.446241 -0.772847 0.7319 0.7074 0.4096 3.538916 2.939863
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.740728 -0.843480 0.231330 2.513828 0.256139 0.733640 1.749586 -0.703331 0.8553 0.7081 0.4436 3.560158 2.900062
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.511194 0.305396 0.541800 3.469741 1.598021 0.992584 10.237398 -0.467183 0.7402 0.7640 0.3601 16.251941 36.304866
2459844 digital_ok 100.00% 0.00% 0.00% 0.00% - - 38.424467 51.275607 93.156976 110.863856 262.041704 225.625252 58.750752 54.561811 0.8825 0.6300 0.5734 nan nan
2459843 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.565153 0.180660 -0.673490 0.372974 70.876600 81.654332 12.431728 0.329012 0.7550 0.7691 0.3752 4.580657 3.636482
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 68.180054 63.039408 67.469852 71.626450 68.516764 104.042383 634.576751 752.140789 0.0184 0.0168 0.0011 0.813894 0.805595
2459833 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.907395 19.204526 28.828414 32.516680 313.831405 287.818811 43.249272 30.952028 0.7341 0.4585 0.5089 nan nan
2459832 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.257168 -0.680048 -0.821762 0.973286 0.145441 0.925396 2.774753 -0.971438 0.0970 0.0830 0.0151 1.206210 1.208930
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.856848 -0.405035 -0.488023 3.982738 0.937315 -0.329987 1.696374 1.203954 0.0323 0.0371 0.0009 nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.505755 -1.049080 -0.789439 1.407915 3.183383 -0.825843 4.539166 -1.207966 0.0957 0.0686 0.0140 1.226195 1.223577
2459829 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.729247 -0.271854 -0.631210 0.825063 1.512398 0.555522 7.736295 -0.995937 0.0792 0.0709 0.0111 6.216159 10.771415
2459828 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.606530 -0.616560 -0.618729 0.504790 3.976918 -0.594447 4.823386 -1.053786 0.1014 0.0771 0.0158 1.246435 1.248741
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.653505 -0.401279 -0.421397 1.954498 1.284032 0.441090 6.968338 3.673110 0.0847 0.0779 0.0130 1.237231 1.232689
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.869640 -0.951539 -0.332650 2.025250 4.323041 -0.567175 5.332582 -1.111612 0.0886 0.0785 0.0172 0.951513 0.953645
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.807696 -0.694903 -0.751555 1.066199 1.311611 -0.923016 4.163518 -0.246065 0.1061 0.0896 0.0195 1.207357 1.193451
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.986092 -0.055399 -0.678177 1.496756 0.955029 -0.152017 1.222230 -0.837659 0.0796 0.0744 0.0122 1.170652 1.165635
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.125065 -0.657474 -0.697792 1.883983 -0.343370 1.756559 1.868401 -1.509048 0.0890 0.0743 0.0119 1.125285 1.125856
2459822 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.573627 -0.841520 -0.621610 1.482194 1.386167 -0.341102 6.634668 4.188646 0.1147 0.1016 0.0202 1.154528 1.151649
2459821 digital_ok 0.00% 11.29% 11.29% 0.00% 13.16% 60.53% 3.190428 -0.620855 -0.697152 1.597476 1.412981 -0.410916 2.708131 -0.004376 0.7323 0.6064 0.4233 3.592948 3.023811
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.328342 -0.456575 -0.622889 1.455982 3.501769 1.003664 5.900627 -0.718279 0.7821 0.7120 0.3928 4.101593 3.813323
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 55.26% 2.216198 -1.436970 -0.461257 0.952967 0.364642 0.523069 -0.094568 -0.836959 0.8301 0.7097 0.4805 2.453931 2.115073
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 76.74% 3.548312 -0.959766 -0.845555 1.809948 0.976436 1.360679 0.905524 -1.138694 0.8494 0.6293 0.5586 3.821007 3.293824
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 57.89% 2.455962 -0.823916 -0.847435 1.503651 1.016628 1.342223 3.891432 -1.152500 0.8253 0.7134 0.4956 3.180371 2.697083
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.584946 -0.744531 -0.698578 1.114648 2.707307 0.316794 4.853688 -0.262671 0.8026 0.7381 0.3980 15.656179 12.038925

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 72: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.244106 12.244106 1.906728 9.902505 0.330859 11.671422 -0.122118 2.097707 0.506087

Antenna 72: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 13.446955 11.752167 2.023394 9.643474 0.405940 9.000761 0.037574 1.625136 13.446955

Antenna 72: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 11.547995 2.221533 11.547995 0.523808 10.002296 0.530600 8.251479 3.677226 1.176016

Antenna 72: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 10.534135 10.534135 1.939330 9.996847 0.543672 6.875028 -0.014978 0.611951 5.411766

Antenna 72: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 13.264328 13.264328 2.565601 10.343959 0.537342 9.211698 -0.185228 1.798933 6.490137

Antenna 72: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.751688 12.751688 2.415985 9.664293 0.357109 9.225388 0.037882 0.951701 1.790028

Antenna 72: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 72: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.167274 12.167274 2.509523 9.365650 0.428840 7.715922 -0.064085 1.408848 3.756233

Antenna 72: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 17.693067 11.546101 2.512336 10.240638 0.505022 7.105038 0.154963 1.570411 17.693067

Antenna 72: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.619072 2.337665 12.619072 0.515142 10.284611 -0.048169 7.786656 4.505739 4.491093

Antenna 72: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Power 12.428068 2.508797 11.961125 0.680752 12.428068 0.289354 9.222480 1.351049 6.414494

Antenna 72: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.459939 12.459939 2.207340 9.479319 0.116233 9.425428 -0.339599 1.769141 0.834224

Antenna 72: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 15.427273 3.163301 15.427273 0.245106 10.045994 -0.180462 8.559210 6.678011 1.029422

Antenna 72: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.624720 12.624720 2.564892 10.546342 0.287649 8.251549 -0.126869 0.239605 8.814094

Antenna 72: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 15.749240 15.749240 2.757063 10.620354 0.316286 3.803042 2.694799 5.715843 5.803737

Antenna 72: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 14.426452 2.874801 14.426452 0.432771 11.098167 -0.008534 7.343012 9.825132 1.069215

Antenna 72: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.236744 2.345863 12.236744 0.382953 9.704590 -0.181914 6.970573 4.165591 0.858910

Antenna 72: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.066187 12.066187 4.653538 11.890475 0.897848 1.783091 0.898891 1.339758 1.302532

Antenna 72: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 11.517170 11.517170 2.127572 11.332072 0.426423 8.953913 -0.077034 1.043179 6.767553

Antenna 72: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 13.483115 13.483115 2.236025 10.658959 0.489304 1.387623 8.178298 1.375104 0.654253

Antenna 72: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 13.315113 13.315113 1.287155 9.440374 0.645896 1.384011 0.280764 0.992050 0.475116

Antenna 72: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Power 12.210780 2.601773 9.211028 0.770826 12.210780 0.523046 5.798237 0.794552 1.918881

Antenna 72: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.635944 2.734139 12.635944 0.768861 11.356160 -0.102484 7.354395 6.994196 1.585061

Antenna 72: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 14.078378 14.078378 2.348407 11.330862 0.570520 5.785749 0.188196 1.736552 0.776768

Antenna 72: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.663004 12.663004 1.849266 8.385189 0.103056 9.880263 0.171131 0.751440 6.051609

Antenna 72: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 11.405329 1.675317 11.405329 0.024439 9.645307 0.014248 11.274471 4.761220 0.724649

Antenna 72: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 11.334741 11.334741 1.784593 8.277569 0.214917 7.117556 0.406171 1.706543 6.892677

Antenna 72: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 12.157023 2.311042 12.157023 0.485093 9.365527 0.357102 10.285554 6.186099 2.503802

Antenna 72: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Shape 13.781392 13.781392 2.644330 9.557322 0.295036 6.698234 0.457668 1.904718 13.324643

Antenna 72: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 8.393238 0.211710 2.123931 0.880489 0.548271 1.451851 1.808726 1.251086 8.393238

Antenna 72: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 5.584250 2.462762 0.382575 0.511267 0.803813 0.164275 -0.033519 5.584250 0.582035

Antenna 72: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 2.893412 2.156104 -0.016394 0.628742 0.783228 -0.452673 -0.306167 2.893412 1.504846

Antenna 72: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.285140 2.285140 -0.256806 0.500068 0.633585 -0.059273 -0.040724 1.165547 1.023229

Antenna 72: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.646111 0.076105 2.646111 0.662300 0.398453 -0.365173 -0.037561 0.335398 0.937217

Antenna 72: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.161564 -0.059429 2.161564 0.748762 0.188096 0.264667 0.023751 0.631105 1.597627

Antenna 72: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 8.572915 0.110773 2.312815 0.729951 0.304397 0.241096 0.018356 1.044265 8.572915

Antenna 72: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 8.025818 0.073761 2.526185 0.721642 0.310507 0.241519 0.276747 1.830085 8.025818

Antenna 72: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 11.808347 0.209993 2.560835 0.745505 0.303092 -0.014501 0.230975 1.511403 11.808347

Antenna 72: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 14.620599 2.660430 0.488976 0.341159 0.807798 0.127808 0.313184 14.620599 1.102754

Antenna 72: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 7.873279 0.161843 2.579923 0.827389 0.327715 0.071137 0.141994 1.475342 7.873279

Antenna 72: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 2.774117 0.006737 2.167913 0.693338 0.231220 -0.423970 -0.188756 -0.081967 2.774117

Antenna 72: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 7.795743 0.160087 2.458399 0.680151 0.365954 0.842100 0.098737 0.923932 7.795743

Antenna 72: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 2.745610 -0.260960 2.139106 0.786432 0.290556 0.070947 0.001319 2.241238 2.745610

Antenna 72: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 2.858498 -0.204777 2.414424 0.818394 0.377422 -0.005468 0.335745 0.444237 2.858498

Antenna 72: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 4.869486 3.072248 0.297244 0.451106 0.691868 -0.058303 -0.107745 4.869486 0.533079

Antenna 72: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 11.479492 2.719742 0.195487 0.339840 0.772327 0.074564 -0.287629 11.479492 2.959436

Antenna 72: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 4.603053 2.478614 -0.081809 0.355418 0.724129 0.088800 -0.245363 4.603053 0.876600

Antenna 72: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 2.707982 -0.032309 2.034725 0.676077 0.231341 0.616206 0.440958 0.803689 2.707982

Antenna 72: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 6.681661 -0.166411 1.867607 0.766552 0.149535 0.022644 0.685499 1.949424 6.681661

Antenna 72: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 3.640259 -0.011308 1.807271 0.774002 0.336077 0.494756 0.683063 0.283998 3.640259

Antenna 72: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 1.857979 1.857979 -0.109758 0.536141 0.593138 0.200345 -0.096085 1.354185 1.147461

Antenna 72: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 6.040162 -0.411898 2.462875 0.583799 0.096627 0.648679 0.489468 1.678152 6.040162

Antenna 72: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.361961 3.361961 -0.296495 0.212942 0.710641 -0.073022 0.494050 0.900934 0.625205

Antenna 72: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 3.859020 -0.045328 3.460228 0.750320 0.296521 0.606180 -0.143155 0.793054 3.859020

Antenna 72: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.473642 2.473642 -0.219677 0.173290 0.768643 0.221743 0.985547 1.929595 0.311701

Antenna 72: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 4.917061 -0.018451 2.801621 0.680883 0.519532 0.895276 -0.080400 -0.063468 4.917061

Antenna 72: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.951772 2.951772 -0.073815 0.041816 0.593027 0.663525 1.065964 1.396815 0.673948

Antenna 72: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 3.180925 -0.003962 2.722365 0.747727 0.473036 0.456687 -0.027048 0.609234 3.180925

Antenna 72: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 11.919454 0.180930 3.039521 0.632469 0.613208 0.568751 0.478553 1.451142 11.919454

Antenna 72: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.497233 3.497233 -0.051159 0.526322 0.686079 0.867911 1.065448 1.313214 1.113123

Antenna 72: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.561226 -0.378408 5.561226 1.624443 2.121556 0.632835 1.798739 1.736087 4.559780

Antenna 72: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 6.692542 -0.078812 3.103241 0.655623 0.357914 1.112749 0.544126 0.758422 6.692542

Antenna 72: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 31.595633 -0.205507 4.514691 2.160539 2.142413 0.406280 1.041258 7.471330 31.595633

Antenna 72: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Power 26.774326 0.696523 3.014237 26.774326 26.675332 2.598393 2.453361 0.337017 6.905499

Antenna 72: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 11.079625 0.070010 4.146676 1.702121 2.147336 0.237458 2.430624 1.692198 11.079625

Antenna 72: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Power inf 352.990169 353.131111 inf inf 5354.016619 5392.510412 11502.567929 11706.552932

Antenna 72: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Power inf 177.581581 180.032536 inf inf 3472.401855 3434.923303 8041.939138 7842.788471

Antenna 72: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 20.170315 -0.202168 4.927830 2.615265 3.444527 0.391215 2.846825 4.690507 20.170315

Antenna 72: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Power inf 337.704258 337.686339 inf inf 22380.745637 22377.540033 28516.439941 28505.809783

Antenna 72: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 7.147198 5.108008 -0.298155 2.707258 2.144301 2.215573 0.536920 7.147198 -0.016070

Antenna 72: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 8.365911 8.365911 -0.497943 0.571146 1.005016 4.192565 0.397462 1.944000 -0.251748

Antenna 72: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 6.011308 6.011308 -0.062633 1.506294 1.198959 0.664940 0.965994 3.024258 -0.282636

Antenna 72: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.279100 -0.709092 5.279100 1.151099 1.473758 0.453938 2.235957 -0.782870 0.939462

Antenna 72: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 5.811711 -0.261367 3.753046 1.434741 1.862464 -0.150283 1.837636 -0.333841 5.811711

Antenna 72: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 7.643683 7.643683 -0.384685 1.200339 1.485455 2.923234 1.825583 2.325722 0.125996

Antenna 72: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 6.492644 6.492644 -0.218124 1.957208 1.494457 2.900805 0.213170 1.039930 -0.554745

Antenna 72: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 7.326231 6.129744 -0.638166 2.765472 1.876204 1.588163 0.644046 7.326231 -0.211137

Antenna 72: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.942395 3.942395 -0.510441 1.248550 1.379885 0.382318 0.447591 3.034243 -0.596310

Antenna 72: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 6.366242 -0.345669 4.898896 1.932205 1.726535 2.040660 0.654370 0.215336 6.366242

Antenna 72: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Power 6.953786 6.232059 -0.165684 6.953786 1.009924 1.824911 1.430123 1.712135 -0.129850

Antenna 72: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 6.058111 -0.703915 5.718621 -0.716263 -0.632330 0.204950 0.433421 0.282077 6.058111

Antenna 72: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Power inf 330.595262 330.576268 inf inf 5716.245142 5716.309740 13420.530094 13422.818671

Antenna 72: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.768848 3.768848 -0.230605 -1.237033 -0.797454 1.557411 -0.934757 3.399845 -0.302117

Antenna 72: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 4.335575 -0.004186 2.890450 -0.130105 0.057098 1.786504 -0.069698 -0.450969 4.335575

Antenna 72: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 2.768844 2.768844 -0.218449 -0.670461 -0.713387 1.089483 0.439137 1.780107 -0.715737

Antenna 72: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Power inf 227.650273 227.763890 inf inf 3835.950909 3836.016351 7646.941507 7651.640825

Antenna 72: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 7.342142 0.137409 2.659017 -0.216021 0.077333 2.977129 1.823888 -0.335564 7.342142

Antenna 72: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok nn Temporal Variability 183.524976 21.943842 18.422024 7.823125 6.090364 183.524976 117.598407 53.254250 56.935800

Antenna 72: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.546647 3.546647 -0.415391 -0.739495 -0.693615 0.659850 0.636337 2.874079 -0.592173

Antenna 72: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.025679 0.099769 5.025679 -0.762083 -0.932121 0.447990 -0.224503 -0.868444 2.050980

Antenna 72: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.216047 0.282806 5.216047 0.270186 -0.562569 0.197961 0.591667 -0.254326 3.815808

Antenna 72: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 3.192798 -0.164275 3.158922 0.805604 -0.499045 0.998524 0.782115 -0.706583 3.192798

Antenna 72: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 4.687721 4.687721 -1.282230 -0.569835 1.561132 0.275550 1.113965 0.112315 1.098416

Antenna 72: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 3.467735 3.467735 -0.148706 -0.294940 1.219992 1.257718 -0.389554 0.678110 -0.197179

Antenna 72: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 4.934380 4.934380 0.005180 -0.369330 0.660503 1.300181 0.462962 2.632888 -0.493894

Antenna 72: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.120988 5.120988 -0.047779 0.231616 2.276854 0.729421 0.847685 4.224641 -0.919807

Antenna 72: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.455758 0.315058 5.455758 1.953983 -0.332744 0.512514 2.868572 -0.698851 1.355371

Antenna 72: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 5.385550 0.242377 5.385550 2.359695 -0.482259 0.254344 1.600871 -0.772847 1.446241

Antenna 72: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Shape 6.740728 6.740728 -0.843480 0.231330 2.513828 0.256139 0.733640 1.749586 -0.703331

Antenna 72: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
72 N04 digital_ok ee Temporal Discontinuties 10.237398 0.305396 6.511194 3.469741 0.541800 0.992584 1.598021 -0.467183 10.237398
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